Staged Training Report ✓ Complete
Run ID: stage10run1
Generated: 2026-02-08 08:34:01
Stages Completed: 1
Total Elapsed Time: 00:55:52
Timing Summary
| Stage |
Plateau Sweeps |
Sweep Time |
Training Time |
Stage Total |
| Stage 10 |
4 |
00:53:10 |
00:02:27 |
00:55:37 |
| TOTAL |
4 |
00:53:10 |
00:02:27 |
00:55:37 |
Plateau Sweep Details
Total Sweeps: 4
Stages with Sweeps: 1 of 1
Total Sweep Time: 00:53:10
Average Sweep Duration: 00:13:17
Stage 10: 4 sweeps
LR Progression: 1.0e-04 → 1.0e-04 → 1.0e-04 → 1.0e-06 → 1.0e-06
| Sweep # |
Triggered At (samples) |
Wall Time |
Selected LR |
Duration |
| 1 |
2,500 |
00:00:33 |
1.00e-04 |
00:13:52 |
| 2 |
5,000 |
00:14:52 |
1.00e-04 |
00:13:41 |
| 3 |
7,500 |
00:29:02 |
1.00e-06 |
00:13:47 |
| 4 |
10,000 |
00:43:17 |
1.00e-06 |
00:11:48 |
Stage Results
| Stage |
Best Loss |
Stop Reason |
Samples Trained |
Time |
Sweeps |
LR (Initial→Final) |
| Stage 10 |
0.014761 |
divergence |
2,750 |
00:55:37 |
4 |
1.0e-04→1.0e-06 |
Total Plateau Sweeps: 4
Best Checkpoint
Name: best_model_auto_session_so101_should_pan_500_stage10_train_304_stage10run1_00011250_cont_val_0.014761.pth
Stage: 10
Hybrid Loss (full session): 0.017408
Learning Rate Timeline with Plateau Sweeps
Stage Progression
| Stage |
Orig Loss |
Train Loss |
Time |
Samples |
Stop Reason |
| 10 ⭐ |
0.017408 |
0.014761 |
00:55:37 |
2750 |
divergence |
Hybrid Loss Over Original Session (per Stage)
Stage 10 (Best) - Hybrid Loss: 0.017408
Sample Counts
Cumulative Across All Stages
Per Stage
Stage 10 (Best) - Total Samples: 2,750
Best Checkpoint Inference
Selected Frame 3
Random Observations